Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max | brier_class |
|---|---|---|---|---|---|
| rf | 0.9339775 | 0.9210054 | 0.9957138 | 0.9669592 | NA |
| bt | 0.7890499 | 0.9795378 | 0.8051972 | 0.4473507 | NA |
| maxnet | 0.6626409 | 0.9866103 | 0.7856541 | 0.4308231 | NA |
| gam | 0.8027375 | 0.9141383 | 0.8072977 | 0.4681120 | 0.1383035 |
| glm | 0.7576490 | 0.8293602 | 0.7101286 | 0.3908001 | 0.1602988 |
Variable Importance